| Counterfactual Fairness in Mortgage Lending via Matching and Randomization | Dec 3, 2021 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 0 |
| Learning Emergent Random Access Protocol for LEO Satellite Networks | Dec 3, 2021 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Learning Optimal Predictive Checklists | Dec 2, 2021 | Fairness | CodeCode Available | 0 |
| Models of fairness in federated learning | Dec 1, 2021 | FairnessFederated Learning | —Unverified | 0 |
| Training BatchNorm Only in Neural Architecture Search and Beyond | Dec 1, 2021 | FairnessNeural Architecture Search | —Unverified | 0 |
| Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training | Dec 1, 2021 | Crime PredictionFairness | —Unverified | 0 |
| Differentially Private Empirical Risk Minimization under the Fairness Lens | Dec 1, 2021 | Fairness | —Unverified | 0 |
| Scalable and Stable Surrogates for Flexible Classifiers with Fairness Constraints | Dec 1, 2021 | Fairness | —Unverified | 0 |
| Sampling with Trusthworthy Constraints: A Variational Gradient Framework | Dec 1, 2021 | Bayesian InferenceFairness | CodeCode Available | 0 |
| Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning | Dec 1, 2021 | BIG-bench Machine LearningFairness | —Unverified | 0 |
